image-denoising

There are 269 repositories under image-denoising topic.

  • DCTdenoising

    Language:C14

  • CDNet

    11

  • NBNet

    Pytorch UNOFFICIAL implement "NBNet: Noise Basis Learning for Image Denoising with Subspace Projection"

    Language:Python24

  • text-image-denoiser

    deep learning models trained to denoise/deblur text images (signle frame, multi-frame) [pytorch]

    Language:Python24

  • Image-denoising-tensorflow-keras

    Deep learning based image denoising using tensorflow/Keras combined with block matching

    Language:C++24

  • NLRN_v0

    Code of Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)

    Language:Python24

  • SAR-CAM

    [IEEE JSTARS] Official PyTorch Implementation of "SAR Image Despeckling Using Continuous Attention Module"

    Language:Python22

  • phase-retrieval

    A small library implementing phase retrieval algorithms for 2D images.

    Language:Jupyter Notebook22

  • BM3D

    BM3D implementation using openCV

    Language:C++22

  • RDDCNN

    A robust deformed CNN for image denoising (CAAI Transactions on Intelligence Technology,2022)

    Language:Python20

  • ISTA

    Iterative shrinkage / thresholding algorithms (ISTAs) for linear inverse problems

    Language:MATLAB20

  • CANDLE-J

    Collaborative Approach for eNhanced Denoising under Low-light Excitation

    Language:C20

  • visual_comparison

    A comparison tool to aid image/video enhancement research

    Language:Python19

  • Extended_SURE

    NeurIPS 2019 Accepted - Extending Stein's Unbiased Risk Estimator to Train Deep Denoisers with Correlated Pairs of Noisy Images

    Language:Python19

  • R2Net

    Pytorch code for "Attention Based Real Image Restoration", IEEE Transactions on Neural Networks and Learning Systems, 2021

    18

  • Wavelet-decomposition-and-Filter-bank

    The wavelet transform and its applications in image denoising

    Language:MATLAB17

  • OverNet-PyTorch

    PyTorch implementation of OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network (WACV 2021)

    Language:Python16

  • total-variation-denoising

    Algorithms for total variation denoising

    Language:MATLAB16
  • deepgtv

    deepgtv

    Unrolling of Deep Graph Total Variation for Image Denoising

    Language:Python16
  • AIML-Image-Enhancement

    AIML-Image-Enhancement

    AI ML based Image enhancement module built in Python. It is used for improving the quality of images using different filters in openCV. It works better with gray-scale images.

    Language:Python15

  • nlm-image-denoising

    Non Local Means Filter for Image Denoising in CUDA

    Language:MATLAB15

  • FENet-PyTorch

    PyTorch implementation of Frequency-based Enhancement Network for Efficient Super-Resolution. (IEEE Access2022)

    Language:Python14

  • DiVANet

    PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)

    Language:Python13

  • SNet-pytorch

    PyTorch implementation of S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction (2018)

    Language:Python13

  • Image-deblocking-SSRQC

    Image deblocking method using structural sparse representation and quantization constraint

    Language:MATLAB13

  • ipiano

    Implementation of the iPiano algorithm for non-convex and non-smooth optimization as described in [1].

    Language:C++13

  • SSAMAN

    The official GitHub page for the paper "Single Stage Adaptive Multi-Attention Network for Image Restoration"

    12

  • cospgd

    The official repository for CosPGD: a unified white-box adversarial attack for pixel-wise prediction tasks.

    Language:Python12

  • Image_Denoising

    Non Local Means (NLM) python implementation.

    Language:Jupyter Notebook12
  • Transfer-Learning-Denoising

    Transfer-Learning-Denoising

    Denoising Via Self Supervised Transfer Learning

    Language:Jupyter Notebook12

  • PNNP

    Physics-guided Noise Neural Proxy for Practical Low-light Raw Image Denoising

    Language:Python11

  • AEFPNC

    Image Denoising Using Deep Convolutional Autoencoder with Feature Pyramids

    Language:Python11

  • ij-nl-means

    Non local means filter for ImageJ

    Language:Java11

  • PSLNet

    Perceptive self-supervised learning network for noisy image watermark removal （IEEE Transactions on Circuits and Systems for Video 2024）

    Language:Python10

  • SSNet

    A self-supervised network for image denoising and watermark removal (Neural Networks 2024)

    Language:Python10

  • Self2SelfPlus

    [arXiv Preprint] Official PyTorch Implementation of "Self2Self+: Single-Image Denoising with Self-Supervised Learning and Image Quality Assessment Loss"

    Language:Python10